Evolutionary Search and the Job Shop
Investigations on Genetic Algorithms for Production Scheduling
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Beschreibung
Production scheduling dictates highly constrained mathematical models with complex and often contradicting objectives. Evolutionary algorithms can be formulated almost independently of the detailed shaping of the problems under consideration. As one would expect, a weak formulation of the problem in the algorithm comes along with a quite inefficient search. This book discusses the suitability of genetic algorithms for production scheduling and presents an approach which produces results comparable with those of more tailored optimization techniques.
Autor*in
Dirk C. Mattfeld
Themen in »Evolutionary Search and the Job Shop«
Extension Genetische Algorithmen Job Shop Problem Reihenfolgeproblem algorithms evolution evolutionary algorithm genetic algorithms optimization scheduling